Faculty

B.Subbulakshmi

 bscse@tce.edu

43

PUBLICATIONS       

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SPONSORED PROJECTS

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CONSULTANCY PROJECTS

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M.E./Ph.D. SCHOLARS

69

SEMINAR, CONFERENCE, WORKSHOP ATTENDED

 Educational Qualification

DEGREE BRANCH INSTITUTE YEAR
B.E CSE Thiagarajar College of Engineering 2000
M.E. Computer Science & Engineering Madurai Kamaraj University Thiagarajar College Of Engineering. Madurai – 15 2003
Ph.D Information and Communication Engineering / Computer Science Anna University of Technology, Madurai 2019

 Experience

PERIOD NO OF YEARS DESIGNATION INSTITUTION
11-07-2000 to 10-02-2002 1.6 Part Time Lecturer Thiagaragar College of Engg
01-12-2009 to 02-02-2012 2.2 Assistant Professor Thiagarajar College of Engineering
07-07-2003 to 30-11-2009 6 Lecturer Thiagarajar College of Engineering
03-02-2012 to Till date 10 Assistant Professor Thiagarajar College of Engineering

 Publications

 Journals
  1. Dr B Subbulakshmi, Dr.M Nirmaladevi, Rithani , Crop Prediction and Recommendation Using Ensemble of DL Models ,Mapana - Journal of Sciences 2023, Vol. 22, Special Issue 2, 147-169, ISSN 0975-3303 UGC CARE
  2. A.M.Rajeswari , B.Subbulakshmi , M.Nirmaladevi and M.Sivakumar, "APPLICATION OF PROBABILITY BASED SURPRISING MEASURE IN OUTLIER DETECTION", , European Chemical Bulletin (ISSN 2063-5346), Volume -12, Special Issue-5 (2023 ), doi: 10.48047/ecb/2023.12.si5.174 , (Scopus indexed-Q3)
  3. B.Subbulakshmi, M.Nirmaladevi, A.M.Rajeswari and M.Sivakumar, A GRAPH-BASED APPROACH FOR PERSONALIZED JOBRECOMMENDATION, BioGecko - A Journal for New Zealand Herpetology, Vol 12 Issue 03 2023, Page No: 4474 - 4486
  4. Subbulakshmi B, Deisy C;An adaptive algorithm for frequent pattern mining over data streams using diffset strategy, International Journal of Business Information Systems, Vol. 31, No. 1, 2019.
  5. Subbulakshmi B, Deisy C; An adaptive algorithm for frequent pattern mining over data streams using diffset strategy, International Journal of Business Information Systems, Vol. 31, No. 1, 2019, Inderscience.
  6. B.Subbulakshmi, Hemavathi, " A Compressed Tree based approach for Frequent Itemsets Mining from Uncertain Data", in International Journal of Emerging Technologies in Computational and Applied Sciences, March-May 2013
  7. Mrs. B.Subbulakshmi, Ms. A. Periyanayaki, Dr. C.Deisy," Survey on Frequent Pattern Mining on Data Streams", in International Journal of Engineering Research & Technology, Vol. 2, Issue 12, Dec 2013.
  8. Mrs. B.Subbulakshmi,SK janene, MS keerthana, " Hybrid Classification for Sentiment Analysis of Movie Reviews", in International Journal of Engineering Sciences & Research Technology, Vol.7, No.4, April 2018
  9. Mrs. B.Subbulakshmi, Dr. C.Deisy, An improved incremental algorithm for mining weighted class-association rules, International Journal of Business Intelligence and Data Mining, Vol. 13, No. 1/2/3,pp. 291-308, 2018, Inderscience.
  10. Mr. Vinoth, Mrs. B.Subbulakshmi, Mining of class association rules using a parallel approach, International Journal of Applied Engineering Research, Volume 10, Number 20 , 2015
  11. Mrs. B.Subbulakshmi, Ms. A. Periyanayaki, Dr. C.Deisy, Mining Frequent Patterns with Screening of Null Transactions Using Different Models, International Journal of Innovative Research in Science, Engineering and Technology, Volume 3, Special Issue 3, 2014
  12. B. Subbulakshmi, S.Padmavathi, Tailor-made Educational Model realizing Intended Learning Outcome to enhance competencies among Engineering graduates, Journal of Engineering Education Transformations, Special Issue Jan. 2018
 Conferences
  1. M Nirmala Devi,B Subbulakshmi,M Siva Kumar,N Swetha Adhirai, andN Theeraj Jegan, Customer Churn Prediction - An Analytical Surveyof Data Science Methods 56th Annual Convention of ORSI and 10th International Conference on Business Analytics and Intelligence., IISC Bang, 18 to 20 Dec 2023
  2. B. Subbulakshmi, M. Nirmala Devi, M. Sivakumar, V. S. A, V. S. K and K. M. T, "Efficient AI-Powered Audio-to-Text Transcription: A GUI-Enhanced Stack with EXE Build for Innovation in Communications," 2023 International Conference on Energy, Materials and Communication Engineering (ICEMCE), Madurai, India, 2023, pp. 1-7, doi: 10.1109/ICEMCE57940.2023.10434163.14,15 Dec 2023,14-12-2023 to 15-12-2023
  3. Dr.M.Nirmala Devi, R.Aravind, Dr.M.Sivakumar, Dr.B.Subbulakshmi, “ UNMANNED SURFACE VEHICLES DETECTION IN SEA AREAS USING YOLOV8 ALGORITHM”, International Conference on Transforming Engineering Systems for Sustainability (TESS-2023) Organized byHindusthan College of Engineering and Technology (Autonomous), India jointly withTaylor's University, Kuala Lampur, Malaysia, 29-30, Nov , 2023
  4. Nirmala Devi , B Subbulakshmi, M Siva Kumar, T Teenu Prinica,Severity levels Categorization for detecting diabetic retinopathy using YOLOv7, presented the paper in International Conference on Intelligent Computing Systems and Applications (ICICSA 2023), organized by Department of Computer Science and Engineering, National Institute of Technology Silchar, Assam, India September 22-23, 2023.
  5. Rithani R, Dr.B.Subbulakshmi, Dr.M.Nirmala Devi, "Crop Prediction and Recommendation using an ensemble of DL models", ICCSST - 2023-INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCES AND SUSTAINABLE TECHNOLOGIES- Conference conducted jointly by CHRIST (Deemed to be University), Bangalore, India, and Modern College of Business and Science, Muscat, Oman 8-9 May 2023
  6. Uma Maheswari, Karpagam ,Nirmala Devi M,B.Subbulakshmi, Vasanth kumar, "Deep learnind based Bio fertilizer Recommendation model based on Chlorophyll content for paddy leaves ICCSST - 23-INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCES AND SUSTAINABLE TECHNOLOGIES- Conference conducted jointly by CHRIST Univ., Bangalore, India, and Modern College of Business and Science, Muscat, Oman 8-9 May 2023
  7. B. Subbulakshmi, M. Nirmala Devi, J. Srimadhion Human action recognition in smart home using deep learning technique - International Conference on Artificial Intelligence, Blockchain, Computing and Security (ICABCS 2023), Gr. Noida, UP, India, 24 - 25 February 2023
  8. B.Subbulakshmi , M.Nirmala Devi,V Sriram, Srimathi, "A hybrid Machine learning model for House Price Prediction", 4th Innovative Product Design and Intelligent Manufacturing Systems -IPDIMS-22 25 AND 26th Nov 2022, NIT Rourkela.
  9. M.Nirmala Devi, B Subbulakshmi, Harsha Prada and SriSaila, “Semi-Supervised Approach with Entity Embeddings for Heart Disease Prediction ” at the Fifth International Conference on Information Systems and Management Science (ISMS 2022) organized by the faculty of ICT, University of Malta and Department of CSE, NIT Raipur, India 24 Nov 2022
  10. B.Subbulakshmi, C.Deisy , Incremental Mining of Class Association Rules using Hash based approach , International Conference on Innovative Systems (ICIS 2016) Dec 2016.
  11. B. Subbulkshmi, Kannimalar, Harini Priya, Saranya, A machine learning approach for Personalized Job Recommendation System, International Conference on Communication and Intelligent System, NIT, Delhi, Dec 18-19, 2021.
  12. Subbulakshmi, B; Surya, Prabha PM; Seetha, Lakshmi V; Analysis of user emotions and opinion using Multinomial Naive Bayes Classifier, International conference on Electronics, Communication and Aerospace Technology (ICECA), pp. 410-415, Jun 2019, IEEE.
  13. Subbulakshmi, B; Surya, Prabha PM; Sentimental Analysis using Naive Bayes Classifier, International Conference on Vision Towards Emerging Trends in Communication and Networking (ViTECoN), Mar 2019, IEEE.
  14. Mrs.B.Subbulakshmi, T.vijayalakshmi,Dr.C.Deisy, " Top Rank-K Frequent Itemset Mining usuing Diffnodeset:, in Research Conference on Data & Decision Science, Mar 2018
  15. Mrs.B.Subbulakshmi,Dr.C.Deisy,B.Dharani," Recent Weighted Maximal Frequent Itemsets Mining", in IEEE International Conference on I-SMAC, 10-11 Feb 2017
  16. Mrs.B.Subbulakshmi,C.Deisy, B.Dharani, M.Monisha, "An efficient algorithm for associative classification using interestingness measures" in Fourth International Conference on Business Analytics and Intelligence, 19-21,December, 2016
  17. Mrs.B.Subbulakshmi, Ms.M.Monisha, Associative Classification using Itemset Constraints for Incremental Data, National Conference on SMAC, TCE, Madurai, Dec 2015.
  18. Mrs. B.Subbulakshmi, Dr. C.Deisy, Ms. C. Hemavathi, An Incremental Approach for Frequent Item Sets Mining over Uncertain Databases, International Conference On Computational Intelligence, April 2014
  19. Mrs. B.Subbulakshmi Ms.M.Monisha, Incremental Constraint Class Association Rule Mining of Student Performance Dataset, IEEE sponsored Fifth International conference on Recent Trends in Information Technology, MIT, Chennai, April 2016.
  20. Mrs. B.Subbulakshmi, Ms. Divya, Incremental Mining for high utility patterns in large databases, Conference on recent trends in computer science and engineering ,May 2012
  21. Dr. C.Deisy, , Dr.S. Baskar, Mrs. B.Subbulakshmi, A Novel Multi Thread Based Feature Selection For Dimensionality Reduction, DBLP ISBN 978-0-9727412-2-4,Proceedings of the 3rd Indian International Conference on Artificial Intelligence, Pune, India(IICIA),1108 to1123,Dec 2007
  22. Dr. C.Deisy, Mrs. B.Subbulakshmi, and Dr. S. Baskar, Efficient Dimensionality Reduction Approaches for Feature Selection,IEEE Conference Indian International Conference On Computational Intelligence And Multimedia Applications ,2007,Dec 2007
  23. Dr. C.Deisy,Mrs. B.Subbulakshmi, Mrs. Parvathy, Correlation Based Consistency Measure Algorithm For Feature Reduction,IEEE International Advance Computing Conference,2009,March 2009
  24. Dr. C.Deisy, Ms. Gowri, Mrs.B.Subbulakshmi, Text Categorization using Support Vector machine based on Weighted Inverse Document Frequency,Conference on Advances in Information Technology and Computer Applications ,March 2008
 Books
  1. Nirmala Devi, M., Siva Kumar, M., Subbulakshmi, B., Uma Maheswari, T., Karpagam, Vasanth Kumar, M. (2024). A Deep Learning-Based Biofertilizer Recommendation Model Based on Chlorophyll Content for Paddy Leaves. Computational Sciences and Sustainable Technologies. Communications in Computer and Information Science, vol. 1973. Springer, Cham. https://doi.org/10.1007/978-3-031-50993-3_25 Scopus Q4
  2. B. Subbulakshmi, M. Nirmala Devi, J. Srimadhi, Human action recognition in smart home using deep learning technique .Book Artificial Intelligence, Blockchain, Computing and Security Volume 2 Edition1st Edition First Published2023 ImprintCRC Press eBook ISBN9781032684994 (Scopus Indexed
  3. Subbulakshmi, B., Nirmala Devi, M, Sriram, Srimadhi, Arvindhan, M.,A Hybrid Machine Learning Model for House Price Prediction,Intelligent Manufacturing Systems in Industry 4.0. IPDIMS 2022. Lecture Notes in Mechanical Engineering. Springer, Singapore. (Scopus Q4)https://doi.org/10.1007/978-981-99-1665-8_35 Jul 2023
  4. M. Nirmala Devi M., Subbulakshmi B., Naga Nivedithaa G., Swathi R., Analysis of Campus Recruitment Data and Career Counseling in the Engineering Sector, Handbook of Research Data Science and Cybersecurity Innovations in Industry 4.0 Technologies https://www.igi-global.com/book/handbook-research-data-science-cybersecurity/311470,doi:10.4018/978-1-6684-8145-5,Jun 2023(Scopus Q4)
  5. Harsha Prada, M.D., Sri Saila, A.S., Subbulakshmi, B., Nirmala Devi, M,Semi Supervised Approach with Entity Embeddings for Heart Disease Prediction.,Lecture Notes in Networks and Systems, vol 671. Springer, Cham. (Scopus Q4)https://doi.org/1007/978-3-031-31153-6_44, May 2023
  6. B, Subbulakshmi; V, Seethalakshmi; Comprehensive Survey of Algorithms for Sentiment Analysis, Lecture Notes on Data Engineering and Communications Technologies (LNDECT), Vol. 38, pp. 179-186, 2020, Springer.
  7. Mrs. B.Subbulakshmi, Ms. A. Periyanayaki, Dr. C.Deisy, Frequent Itemset Mining with elimination of null transactions over data streams, Springer - Artificial Intelligence and Evolutionary Algorithms in Engineering Systems, Advances in Intelligent Systems and Computing Volume 2, 2015, pp 353-361.

 Seminar, Conference, Workshop Attended

  1. Data Analytics And Data Mining, National Institute Of Technology,Trichi, 14 -15 Mar 2008
  2. One Week STC on Deep Learning for Visual Computing, TCE, 28-01-2019 to 03-02-2019
  3. Academic Research Submit on Data Science and AI, IIT,Madras, 24-01-2019 to 25-01-2019
  4. One Week FDP on Free/Open Source Software for AI and Machine Learning, TCE, 01-10-2018 to 06-10-2018
  5. TEQIP sponsored Two day Workshop on Bid Data Analytics for Cyber Security Solutions, TCE, 18-09-2018 to 19-09-2018
  6. TEQIP sponsored Two day Workshop on Recent Trends and Research Challenges in Deep Learning, TCE, 30-08-2018 to 31-08-2018
  7. FDP on Database Management Systems, NPTEL, 01-08-2018 to 30-09-2018
  8. One Day Workshop on Outcome Based Education(OBE): National & International Accreditation , TCE, 07-01-2018 to 07-01-2018
  9. TEQIP sponsored One Day Workshop on Awareness on UG Self Assessment Report(SAR) of NBA, TCE, 13-10-2017 to 13-10-2017
  10. TEQIP sponsored one week workshop on Real Time Data Analytics, TCE, 09-03-2017 to 15-03-2017
  11. TEQIP sponsored Three days Hands-on Workshop on Artificial Intelligence Tools, TCE, 23-01-2017 to 25-01-2017
  12. GIAN course on Social Network Analysis, IIT, Hyderabad, 17-12-2016 to 23-12-2016
  13. DST-SERB sponsored Two day Workshop on Computational Intelligence for Big Data Analytics,TCE, 17-11-2016 to 18-11-2016
  14. TEQIP sponsored One Day Workshop on R software for Statistical Computing in Research, TCE, 11-11-2016 to 11-11-2016
  15. Three days Seminar on Current Research Trends in Computational Techniques in Bioinformatics, TCE, 21-09-2016 to 23-09-2016
  16. TEQIP sponsored workshop on Design of Effective Learning Environments, 01-06-2016 to 03-06-2016
  17. Two days residential workshop on Basic Counseling and Psychotherapy Skills, 16-10-2015 to 17-10-2015
  18. Two-Week ISTE STTP on Introduction to Design of Algorithms, IIT, Kharagpur, 27-04-2015 to 30-05-2015
  19. One day workshop on Formal Methods, TCE, Madurai, 05-03-2015 to 05-03-2015
  20. One Week workshop on Databases - Learning through Activity, TCE, Madurai, 23-06-2014 to 27-06-2014
  21. Two week ISTE Workshop on Pedagogy for Effective use of ICT in Engineering Education, IIT, Bombay, 12-06-2014 to 02-08-2014
  22. Three days workshop on Tools and Technologies for Cloud Computing and Big Data, TCE, Madurai, 05-05-2014 to 07-05-2014
  23. Three days FDP on .NET, TCE, Madurai, 27-01-2014 to 29-01-2014
  24. Workshop on Outcome based Education, TCE, Madurai., 22-10-2013 to 23-10-2013
  25. Workshop on New Outcome based Accreditation, TCE, Madurai, 26-09-2013 to 28-09-2013
  26. One day Workshop on Recent Trends and Research Challenges in Business Analytics and Optimization, TCE, Madurai, 13-08-2013 to 13-08-2013
  27. Workshop on Big Data Analytics, College of Engineering, Anna University, Chennai, 18-01-2013 to 20-01-2013
  28. FDP on Data Mining, TCE, Madurai, 31-07-2012 to 31-07-2012
  29. One day seminar on “Support Vector machines”NIT,Trichy, 08-06-2012 to 08-06-2012
  30. National Seminar on “Semantic Information Retrieval”NIT,Trichy, 30-01-2012 to 30-01-2012
  31. National Seminar on Symbolic Computing and Applications, TCE, Madurai, 25-11-2011 to 25-11-2011
  32. Recent Trends in Data Mining, Thiagarajar College of Engineering, Dec 9 -10, 2010
  33. Workshop on data warehousing and data mining tools , Vellore Institute of Technology, Jan 8-9, 2010
  34. Industry Academia Workshop on Professional Approach towards Software Development (using C++, VC++ and Oracle), Honeywell Technology Solutions Madurai, Participant
  35. National Conference on Information Management, Thiagarajar College of Engineering, Madurai -15., Organiser
  36. Multimedia Data Types And Formats, Thiagarajar College Of Engg, 12 - 24 Nov 2007
  37. Four Year Curricula And How To Raise The Bar Of Competency For Students, Thiagarajar College Of Engg, 30 Nov 2007
  38. Business Intelligence, Thiagarajar College Of Engg, 17 -18 Sep 2007
  39. SDLC And Project Management - Best Practices, Thiagarajar College Of Engg, 27 - 28 Jul 2007
  40. XML and Related Technologies, Thaigarajar College Of Engg, 28 - 30 Jun 2007
  41. DB2 Viper, Thiagarajar College Of Engg, 30 May 2007
  42. J2E 1.4 Api Technology In Service Oriented Computing, Thiagarjar College Of Engg, 16 -17 Feb 2006
  43. Application Of Remote Sensing & Gis In Civil Engineering, Thiagarajar College Of Engg, 23 Dec 2005
  44. Data Warehousing And Data Mining, Thiagarajar College Of Engg, 18 -19 Nov 2004
  45. Instructional Design And DeliveryThiagarajar College Of Engg International,25 - 30 Oct 2004, 30-10-2004 to 01-01-0001
  46. FDP on Data Science for Engineers, NPTEL, January to March 2019, 01-01-0001 to 01-01-0001
  47. Product Design, Thiagarajar College Of Engineering,19.10.2019, 01-01-0001 to 01-01-0001
  48. CDIO Based Curriculum Design, Thiagarajar College of Engineering, 26.08.2019, 01-01-0001 to 01-01-0001
  49. The Art of Writing Winnable Project Proposals, Thiagarajar College Of Engineering, 10 th August 2019, 01-01-0001 to 01-01-0001
  50. Short Term Course on Advanced Data Analytics with Python Programming, Dept. of Management Studies, IIT, Roorkee, 20.05.2019 to24.05.2019, 01-01-0001 to 01-01-0001
  51. High Performance Computing for Science and Engineering, Thiagarajar College of Engineering, 04.02.2019 to 10.02.2019, 01-01-0001 to 01-01-0001
  52. Research perspectives in Data management Schemes in Engineering Applications, Thiagarajar College of Engineering, 03.12.2018 to16.12.2018, 01-01-0001 to 01-01-0001
  53. 5-day Online FDP on the theme “Inculcating Universal Human Values in Technical Education” organized by All India Council for Technical Education (AICTE) from 6th November to 10th November 2023., 01-01-0001 to 01-01-0001
  54. Faculty Development Programme on R organized by Thiagarajar College of Engineering by Spoken Tutorial Project, IIT Bombay, 19-09-2023 to 25-09-2023, 01-01-0001 to 01-01-0001
  55. One Week National Level Faculty Development Program on Cloud Infrastructure (AWS)Organized by VELLORE INSTITUTE OF TECHNOLOGY,CHENNAI in collaboration with Brainovision Solutions India Pvt Ltd and All India Council for Technical Education (AICTE),During the period of 21st to 25th August 2023., 21-08-2023 to 25-08-2023, 01-01-0001 to 01-01-0001
  56. Tamil Nadu state government Five days sponsored Faculty Development Programme on "Integrated Artificial Intelligence in Data Science and its applications in Cloud., 06-03-2023 to 10-03-2023, 01-01-0001 to 01-01-0001
  57. Tamil Nadu Skill Development Corporation and Naan Muthalvan Scheme Jointly with veranda Edureka " Big Data Analytics" Faculty Training Program 16 Nov 2022, 10-09-2022 to 16-11-2022, 01-01-0001 to 01-01-0001
  58. ATAL FDP on Internet of Things(IoT), National Institute of Technology Durgapur , 05.01.21 to 09.01.21, 01-01-0001 to 01-01-0001
  59. Completed 1)Introduction to Python,2)Programming Fundamentals using Python - Part 1 and Part 2 in Infosys Spring Board, 22-06-2022 to 22-06-2022, 01-01-0001 to 01-01-0001
  60. Course on Algorithms, IIT BombayX, 26.01.21 to 28.05.21, 01-01-0001 to 01-01-0001
  61. TEQIP sponsored 2-week course on Digital Transformation in Teaching Learning Process, IIT Bombay & TCE, 06.04.2020to 22.04.2020, 01-01-0001 to 01-01-0001
  62. One Week Online FDP On Course Design in CDIO Curriculum, Thiagarajar College of Engineering, 27.07.2020 to 31.07.2020, 01-01-0001 to 01-01-0001
  63. FDP on Internet of Things(IoT), National Institute of Technology Durgapur (ATAL), 05.01.21 to 09.01.21, 01-01-0001 to 01-01-0001
  64. Online course on Algorithms, IIT BombayX, 26.01.21 to 28.05.21, 01-01-0001 to 01-01-0001
  65. Coursera Certification on AI for Everyone, 14.08.2020, 01-01-0001 to 01-01-0001
  66. 2 week course on Digital Transformation in Teaching Learning Process, April 6th to April 22nd 2020, IIT, Bombay(TEQIP), 01-01-0001 to 01-01-0001
  67. Online FDP on Exploring math and Artificial Intelligence Techniques for Engineering and Science Applications, June 3-5, 2021,Dept. of IT, TCE, 01-01-0001 to 01-01-0001
  68. Three days Workshop on Machine Learning Techniques for Real-world Applications using Python, July 29th - 31st, 2021, Dept. of IT, TCE, 01-01-0001 to 01-01-0001
  69. 2 Days FDP on Open Source Tools for AI and Machine Learning, Oct 8th to 9th 2021, Dept. of CSE, TCE, 01-01-0001 to 01-01-0001

 Seminar, Conference, Workshop Organised

  1. Three days Faculty Development Program on Foundations of Deep Learning using Python,, 05-08-2021 to 07-08-2021
  2. Three days Hands-on Workshop on Artificial Intelligence Tools, 23-01-2017 to 25-01-2017
  3. IEEE International Conference on MOOCs,Innovation and Technology in Education (MITE 2016), 09-12-2016 to 10-12-2016
  4. Conference On Information ManagementThiagarajar College Of Engg , 28-12-2007 to 28-12-2007

 Lectures Delivered

TOPIC DELIVERED AT PERIOD
DBMS - Query Languages A.C.Tech, Karaikudi 07-12-2018 to 07-12-2018
System Software Velammal College of Engineering, Madurai 2010
Database Normalization K.L.N College of Engineering, Madurai 2009
Multimedia Databases Thiagarajar College Of Engineering,Madurai Nov 2007
Database Management Systems Thiagarajar College Of Engineering. Madurai - 15 Computer Science
Object Oriented Programming in C++ Thiagarajar College Of Engineering. Madurai - 15 Programming Language

  Awards and Honours

  1. Faculty Conclave 2022 - Appreciation for sharing best practices in TLP, TCE
  2. Elite Certification on Data Science for Engineers, NPTEL
  3. Topper of 5% in DBMS course, NPTEL
  4. AwardedIBM Certified Database Associate DB2 Universal database V8.1, IBM
  5. IBM Certified Associative developer Web sphere Studio, IBM

 Membership

NAME OF SOCIETY DETAILS PERIOD
Computer Society of India Associative Life Member 13/07/2006